{
 "cells": [
  {
   "cell_type": "raw",
   "id": "e9213654-b843-44d8-aa58-0b41391a08b2",
   "metadata": {},
   "source": [
    "---\n",
    "title: DeepFluoro dataset\n",
    "subtitle: PyTorch wrapper for the `DeepFluoro` dataset with parsing of pose parameters\n",
    "skip_exec: true\n",
    "---"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "bca9e875-90d3-4dc0-9b9e-ccc81fa28264",
   "metadata": {},
   "outputs": [],
   "source": [
    "#| default_exp deepfluoro"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "18a7c5fe-1fe4-4898-abaf-cd2a51675fc9",
   "metadata": {},
   "outputs": [],
   "source": [
    "#| hide\n",
    "from nbdev.showdoc import *"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "d010efcc-1ac0-46ea-9b18-ed378b6fe52e",
   "metadata": {},
   "outputs": [],
   "source": [
    "#| export\n",
    "from pathlib import Path\n",
    "from typing import Optional, Union\n",
    "\n",
    "import h5py\n",
    "import numpy as np\n",
    "import torch\n",
    "from beartype import beartype\n",
    "\n",
    "from diffpose.calibration import RigidTransform, perspective_projection"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7721fc63-01ea-4953-be79-4e542eae98d0",
   "metadata": {},
   "source": [
    "# `DeepFluoro`"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "b2521437-4aae-4b93-8c2c-1bcd90349a4a",
   "metadata": {},
   "outputs": [],
   "source": [
    "#| export\n",
    "@beartype\n",
    "class DeepFluoroDataset(torch.utils.data.Dataset):\n",
    "    \"\"\"\n",
    "    Get X-ray projections and poses from specimens in the `DeepFluoro` dataset.\n",
    "\n",
    "    Given a specimen ID and projection index, returns the projection and the camera matrix for DiffDRR.\n",
    "    \"\"\"\n",
    "\n",
    "    def __init__(\n",
    "        self,\n",
    "        id_number: int,  # Specimen number (1-6)\n",
    "        filename: Optional[Union[str, Path]] = None,  # Path to DeepFluoro h5 file\n",
    "        preprocess: bool = True,  # Preprocess X-rays\n",
    "    ):\n",
    "        # Load the volume\n",
    "        (\n",
    "            self.specimen,\n",
    "            self.projections,\n",
    "            self.volume,\n",
    "            self.spacing,\n",
    "            self.lps2volume,\n",
    "            self.intrinsic,\n",
    "            self.extrinsic,\n",
    "            self.focal_len,\n",
    "            self.x0,\n",
    "            self.y0,\n",
    "        ) = load_deepfluoro_dataset(id_number, filename)\n",
    "        self.preprocess = preprocess\n",
    "\n",
    "        # Get the isocenter pose (AP viewing angle at volume isocenter)\n",
    "        isocenter_rot = torch.tensor([[torch.pi / 2, 0.0, -torch.pi / 2]])\n",
    "        isocenter_xyz = torch.tensor(self.volume.shape) * self.spacing / 2\n",
    "        isocenter_xyz = isocenter_xyz.unsqueeze(0)\n",
    "        self.isocenter_pose = RigidTransform(\n",
    "            isocenter_rot, isocenter_xyz, \"euler_angles\", \"ZYX\"\n",
    "        )\n",
    "\n",
    "        # Camera matrices and fiducials for the specimen\n",
    "        self.fiducials = get_3d_fiducials(self.specimen)\n",
    "\n",
    "        # Miscellaneous transformation matrices for wrangling SE(3) poses\n",
    "        self.flip_xz = RigidTransform(\n",
    "            torch.tensor([[0.0, 0.0, -1.0], [0.0, 1.0, 0.0], [1.0, 0.0, 0.0]]),\n",
    "            torch.zeros(3),\n",
    "        )\n",
    "        self.translate = RigidTransform(\n",
    "            torch.eye(3),\n",
    "            torch.tensor([-self.focal_len / 2, 0.0, 0.0]),\n",
    "        )\n",
    "        self.flip_180 = RigidTransform(\n",
    "            torch.tensor([[1.0, 0.0, 0.0], [0.0, -1.0, 0.0], [0.0, 0.0, -1.0]]),\n",
    "            torch.zeros(3),\n",
    "        )\n",
    "\n",
    "    def __len__(self):\n",
    "        return len(self.projections)\n",
    "\n",
    "    def __iter__(self):\n",
    "        return iter(self[idx] for idx in range(len(self)))\n",
    "\n",
    "    def __getitem__(self, idx):\n",
    "        \"\"\"\n",
    "        (1) Swap the x- and z-axes\n",
    "        (2) Reverse the x-axis to make the matrix E(3) -> SE(3)\n",
    "        (3) Move the camera to the origin\n",
    "        (4) Rotate the detector plane by 180, if offset\n",
    "        (5) Form the full SE(3) transformation matrix\n",
    "        \"\"\"\n",
    "        projection = self.projections[f\"{idx:03d}\"]\n",
    "        img = torch.from_numpy(projection[\"image/pixels\"][:])\n",
    "        world2volume = torch.from_numpy(projection[\"gt-poses/cam-to-pelvis-vol\"][:])\n",
    "        world2volume = RigidTransform(world2volume[:3, :3], world2volume[:3, 3])\n",
    "        pose = convert_deepfluoro_to_diffdrr(self, world2volume)\n",
    "\n",
    "        # Handle rotations in the imaging dataset\n",
    "        if self._rot_180_for_up(idx):\n",
    "            img = torch.rot90(img, k=2)\n",
    "            pose = self.flip_180.compose(pose)\n",
    "\n",
    "        # Optionally, preprocess the images\n",
    "        img = img.unsqueeze(0).unsqueeze(0)\n",
    "        if self.preprocess:\n",
    "            img = preprocess(img)\n",
    "\n",
    "        return img, pose\n",
    "\n",
    "    def get_2d_fiducials(self, idx, pose):\n",
    "        # Get the fiducials from the true camera pose\n",
    "        _, true_pose = self.__getitem__(idx)\n",
    "        extrinsic = (\n",
    "            self.lps2volume.inverse()\n",
    "            .compose(true_pose.inverse())\n",
    "            .compose(self.translate)\n",
    "            .compose(self.flip_xz)\n",
    "        )\n",
    "        true_fiducials = perspective_projection(\n",
    "            extrinsic, self.intrinsic, self.fiducials\n",
    "        )\n",
    "\n",
    "        # Get the fiducials from the predicted camera pose\n",
    "        extrinsic = (\n",
    "            self.lps2volume.inverse()\n",
    "            .compose(pose.cpu().inverse())\n",
    "            .compose(self.translate)\n",
    "            .compose(self.flip_xz)\n",
    "        )\n",
    "        pred_fiducials = perspective_projection(\n",
    "            extrinsic, self.intrinsic, self.fiducials\n",
    "        )\n",
    "\n",
    "        if self.preprocess:\n",
    "            true_fiducials -= 50\n",
    "            pred_fiducials -= 50\n",
    "\n",
    "        return true_fiducials, pred_fiducials\n",
    "\n",
    "    def _rot_180_for_up(self, idx):\n",
    "        return self.projections[f\"{idx:03d}\"][\"rot-180-for-up\"][()]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "0ff913ea-4a60-4b81-8274-f49f3d883414",
   "metadata": {},
   "outputs": [],
   "source": [
    "#| export\n",
    "def convert_deepfluoro_to_diffdrr(specimen, pose: RigidTransform):\n",
    "    \"\"\"Transform the camera coordinate system used in DeepFluoro to the convention used by DiffDRR.\"\"\"\n",
    "    return (\n",
    "        specimen.translate.compose(specimen.flip_xz)\n",
    "        .compose(specimen.extrinsic.inverse())\n",
    "        .compose(pose)\n",
    "        .compose(specimen.lps2volume.inverse())\n",
    "    )\n",
    "\n",
    "\n",
    "def convert_diffdrr_to_deepfluoro(specimen, pose: RigidTransform):\n",
    "    \"\"\"Transform the camera coordinate system used in DiffDRR to the convention used by DeepFluoro.\"\"\"\n",
    "    return (\n",
    "        specimen.lps2volume.inverse()\n",
    "        .compose(pose.inverse())\n",
    "        .compose(specimen.translate)\n",
    "        .compose(specimen.flip_xz)\n",
    "    )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "4b6780f0-381b-4b56-90eb-4576857755f0",
   "metadata": {},
   "outputs": [],
   "source": [
    "#| export\n",
    "from torch.nn.functional import pad\n",
    "\n",
    "from diffpose.calibration import perspective_projection\n",
    "\n",
    "\n",
    "class Evaluator:\n",
    "    def __init__(self, specimen, idx):\n",
    "        # Save matrices to device\n",
    "        self.translate = specimen.translate\n",
    "        self.flip_xz = specimen.flip_xz\n",
    "        self.intrinsic = specimen.intrinsic\n",
    "        self.intrinsic_inv = specimen.intrinsic.inverse()\n",
    "\n",
    "        # Get gt fiducial locations\n",
    "        self.specimen = specimen\n",
    "        self.fiducials = specimen.fiducials\n",
    "        gt_pose = specimen[idx][1]\n",
    "        self.true_projected_fiducials = self.project(gt_pose)\n",
    "\n",
    "    def project(self, pose):\n",
    "        extrinsic = convert_diffdrr_to_deepfluoro(self.specimen, pose)\n",
    "        x = perspective_projection(extrinsic, self.intrinsic, self.fiducials)\n",
    "        x = -self.specimen.focal_len * torch.einsum(\n",
    "            \"ij, bnj -> bni\",\n",
    "            self.intrinsic_inv,\n",
    "            pad(x, (0, 1), value=1),  # Convert to homogenous coordinates\n",
    "        )\n",
    "        extrinsic = (\n",
    "            self.flip_xz.inverse().compose(self.translate.inverse()).compose(pose)\n",
    "        )\n",
    "        return extrinsic.transform_points(x)\n",
    "\n",
    "    def __call__(self, pose):\n",
    "        pred_projected_fiducials = self.project(pose)\n",
    "        registration_error = (\n",
    "            (self.true_projected_fiducials - pred_projected_fiducials)\n",
    "            .norm(dim=-1)\n",
    "            .mean()\n",
    "        )\n",
    "        registration_error *= 0.194  # Pixel spacing is 0.194 mm / pixel isotropic\n",
    "        return registration_error"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "b42ed26e-d61c-409d-b9d0-eaee8d74adfe",
   "metadata": {},
   "outputs": [],
   "source": [
    "#| exporti\n",
    "from diffdrr.utils import parse_intrinsic_matrix\n",
    "\n",
    "\n",
    "def load_deepfluoro_dataset(id_number, filename):\n",
    "    # Open the H5 file for the dataset\n",
    "    if filename is None:\n",
    "        root = Path(__file__).parent.parent.absolute()\n",
    "        filename = root / \"data/ipcai_2020_full_res_data.h5\"\n",
    "    f = h5py.File(filename, \"r\")\n",
    "    (\n",
    "        intrinsic,\n",
    "        extrinsic,\n",
    "        num_cols,\n",
    "        num_rows,\n",
    "        proj_col_spacing,\n",
    "        proj_row_spacing,\n",
    "    ) = parse_proj_params(f)\n",
    "    focal_len, x0, y0 = parse_intrinsic_matrix(\n",
    "        intrinsic,\n",
    "        num_rows,\n",
    "        num_cols,\n",
    "        proj_row_spacing,\n",
    "        proj_col_spacing,\n",
    "    )\n",
    "\n",
    "    # Try to load the particular specimen\n",
    "    assert id_number in {1, 2, 3, 4, 5, 6}\n",
    "    specimen_id = [\n",
    "        \"17-1882\",\n",
    "        \"18-1109\",\n",
    "        \"18-0725\",\n",
    "        \"18-2799\",\n",
    "        \"18-2800\",\n",
    "        \"17-1905\",\n",
    "    ][id_number - 1]\n",
    "    specimen = f[specimen_id]\n",
    "    projections = specimen[\"projections\"]\n",
    "\n",
    "    # Parse the volume\n",
    "    volume, spacing, lps2volume = parse_volume(specimen)\n",
    "    return (\n",
    "        specimen,\n",
    "        projections,\n",
    "        volume,\n",
    "        spacing,\n",
    "        lps2volume,\n",
    "        intrinsic,\n",
    "        extrinsic,\n",
    "        focal_len,\n",
    "        x0,\n",
    "        y0,\n",
    "    )\n",
    "\n",
    "\n",
    "def parse_volume(specimen):\n",
    "    # Parse the volume\n",
    "    spacing = specimen[\"vol/spacing\"][:].flatten()\n",
    "    volume = specimen[\"vol/pixels\"][:].astype(np.float32)\n",
    "    volume = np.swapaxes(volume, 0, 2)[::-1].copy()\n",
    "\n",
    "    # Parse the translation matrix from LPS coordinates to volume coordinates\n",
    "    origin = torch.from_numpy(specimen[\"vol/origin\"][:].flatten())\n",
    "    lps2volume = RigidTransform(torch.eye(3), origin)\n",
    "    return volume, spacing, lps2volume\n",
    "\n",
    "\n",
    "def parse_proj_params(f):\n",
    "    proj_params = f[\"proj-params\"]\n",
    "    extrinsic = torch.from_numpy(proj_params[\"extrinsic\"][:])\n",
    "    extrinsic = RigidTransform(extrinsic[..., :3, :3], extrinsic[:3, 3])\n",
    "    intrinsic = torch.from_numpy(proj_params[\"intrinsic\"][:])\n",
    "    num_cols = float(proj_params[\"num-cols\"][()])\n",
    "    num_rows = float(proj_params[\"num-rows\"][()])\n",
    "    proj_col_spacing = float(proj_params[\"pixel-col-spacing\"][()])\n",
    "    proj_row_spacing = float(proj_params[\"pixel-row-spacing\"][()])\n",
    "    return intrinsic, extrinsic, num_cols, num_rows, proj_col_spacing, proj_row_spacing\n",
    "\n",
    "\n",
    "def get_3d_fiducials(specimen):\n",
    "    fiducials = []\n",
    "    for landmark in specimen[\"vol-landmarks\"]:\n",
    "        pt_3d = specimen[\"vol-landmarks\"][landmark][:]\n",
    "        pt_3d = torch.from_numpy(pt_3d)\n",
    "        fiducials.append(pt_3d)\n",
    "    return torch.stack(fiducials, dim=0).permute(2, 0, 1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "f2de5daa-db49-46c7-9fe8-3bb99d8aa417",
   "metadata": {},
   "outputs": [],
   "source": [
    "#| export\n",
    "from torchvision.transforms.functional import center_crop, gaussian_blur\n",
    "\n",
    "\n",
    "def preprocess(img, size=None, initial_energy=torch.tensor(65487.0)):\n",
    "    \"\"\"\n",
    "    Recover the line integral: $L[i,j] = \\log I_0 - \\log I_f[i,j]$\n",
    "\n",
    "    (1) Remove edge due to collimator\n",
    "    (2) Smooth the image to make less noisy\n",
    "    (3) Subtract the log initial energy for each ray\n",
    "    (4) Recover the line integral image\n",
    "    (5) Rescale image to [0, 1]\n",
    "    \"\"\"\n",
    "    img = center_crop(img, (1436, 1436))\n",
    "    img = gaussian_blur(img, (5, 5), sigma=1.0)\n",
    "    img = initial_energy.log() - img.log()\n",
    "    img = (img - img.min()) / (img.max() - img.min())\n",
    "    return img"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4f367dee-d459-43c8-8ada-b860a64f211d",
   "metadata": {},
   "source": [
    "## Basic functionalities\n",
    "\n",
    "`DeepFluoroDataset` is a `torch.utils.data.Dataset` that stores imaging data (`volume`, `spacing`, and `focal_len`) and provides an API for getting X-ray images and associated camera poses. The imaging data can be passed to a `diffdrr.drr.DRR` to render DRRs from a specific patient."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "02b86bbb-5dcf-4af1-8457-9cc964692e8a",
   "metadata": {},
   "outputs": [],
   "source": [
    "#| eval: false\n",
    "import matplotlib.pyplot as plt\n",
    "from diffdrr.drr import DRR\n",
    "from tqdm import tqdm"
   ]
  },
  {
   "cell_type": "raw",
   "id": "3d1ece0c-68e9-48af-9257-06df16ac0e09",
   "metadata": {},
   "source": [
    "::: {.callout-note}\n",
    "X-rays in the DeepFluoro dataset are (1536, 1536) with pixel spacing of 0.194 mm. To adjust for removing the collimator (50 pixel border), 100 pixels are subtracted from the detector plane dimensions.\n",
    ":::"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "d2a514d9-f8cb-43a0-b1ea-0cdde52b5ba3",
   "metadata": {},
   "outputs": [],
   "source": [
    "#| eval: false\n",
    "filename = \"../../data/ipcai_2020_full_res_data.h5\"\n",
    "specimen = DeepFluoroDataset(1, filename=filename, preprocess=False)\n",
    "device = torch.device(\"cuda\" if torch.cuda.is_available() else \"cpu\")\n",
    "\n",
    "height = 1536 - 100\n",
    "dx = 0.194\n",
    "drr = DRR(\n",
    "    specimen.volume,\n",
    "    specimen.spacing,\n",
    "    sdr=specimen.focal_len / 2,\n",
    "    height=height,\n",
    "    delx=dx,\n",
    "    x0=specimen.x0,\n",
    "    y0=specimen.y0,\n",
    "    reverse_x_axis=True,\n",
    "    patch_size=359,\n",
    ").to(device)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "854303bf-5f44-4999-a0f3-c41430628f93",
   "metadata": {},
   "outputs": [],
   "source": [
    "#| eval: false\n",
    "# Rotate the C-arm by the pose parameters to recover the original image\n",
    "true_xray, pose = specimen[0]\n",
    "pred_xray = drr(None, None, None, pose=pose.to(device))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "537c6db2-bbe6-41e5-a302-7ee3564365a1",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#| label: bone_attenuation_multiplier=1.0\n",
    "#| code-fold: true\n",
    "#| eval: false\n",
    "plt.figure(constrained_layout=True)\n",
    "plt.subplot(121)\n",
    "plt.title(\"DRR\")\n",
    "plt.imshow(pred_xray.squeeze().cpu().numpy(), cmap=\"gray\")\n",
    "plt.subplot(122)\n",
    "plt.title(\"X-ray\")\n",
    "plt.imshow(true_xray.squeeze(), cmap=\"gray\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "20cf16e6-6db6-485e-8962-a29dba65de37",
   "metadata": {},
   "source": [
    "### Preprocessing X-rays\n",
    "\n",
    "The true X-ray images need to be processed before they look like our DRRs:\n",
    "\n",
    "- Crop 50 pixels off each edge to remove the effects of the collimator\n",
    "- Invert the imaging equation to recover the line integral radiograph\n",
    "- Rescale the image to [0, 1]\n",
    "\n",
    "From the Beer-Lambert Law, the equation governing fluoroscopy images is\n",
    "\\begin{equation}\n",
    "    I_f[i, j] = I_0 \\exp(-L[i, j]) \\,,\n",
    "\\end{equation}\n",
    "where $L[i, j]$ is the line integral of an X-ray through the volume. \n",
    "Inverting this, we recover \n",
    "\\begin{equation}\n",
    "    L[i,j] = \\log I_0 - \\log I_f[i,j] \\,,\n",
    "\\end{equation}\n",
    "where the constant $I_0$ for each image represents the initial energy of each ray. We approximate $I_0 = \\max_{i,j} I_f[i,j]$, assuming that this represents a ray that reached the detector plane without first intersecting the volume."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "79b5ab77-05c7-41fc-acb9-b82ad53ee6ae",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#| code-fold: true\n",
    "#| eval: false\n",
    "specimen = DeepFluoroDataset(\n",
    "    1,\n",
    "    filename=filename,\n",
    "    preprocess=True,  # Set as True to preprocess images\n",
    ")\n",
    "processed_xray, _ = specimen[0]\n",
    "\n",
    "plt.figure(constrained_layout=True)\n",
    "plt.subplot(121)\n",
    "plt.title(\"DRR\")\n",
    "plt.imshow(pred_xray.squeeze().cpu().numpy(), cmap=\"gray\")\n",
    "plt.subplot(122)\n",
    "plt.title(\"Processed X-ray\")\n",
    "plt.imshow(processed_xray.squeeze(), cmap=\"gray\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3702aea6-f664-4b28-bfca-10c57080ae4d",
   "metadata": {},
   "source": [
    "### Changing bone attenuation for DRRs\n",
    "\n",
    "We can preprocess the CT by segmenting air, soft tissue, and bone before generating DRRs.\n",
    "\n",
    "- Using `bone_attenuation_multiplier = 1.0` (default) sets the value of air voxels to 0\n",
    "- Increasing `bone_attenuation_multiplier` weights the density of bones higher than that of soft tissue (i.e., increases contrast in the DRR)"
   ]
  },
  {
   "cell_type": "raw",
   "id": "45182966-e51f-454b-9378-cf4db0442ef6",
   "metadata": {},
   "source": [
    "::: {.callout-note}\n",
    "`bone_attenuation_multiplier` between `[1.0, 3.0]` seems to work well for most images in this dataset.\n",
    ":::"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "75281624-a9ee-442e-8cbf-d7f1f77eab85",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#| label: bone_attenuation_multiplier = 2.5\n",
    "#| code-fold: true\n",
    "#| eval: false\n",
    "drr = DRR(\n",
    "    specimen.volume,\n",
    "    specimen.spacing,\n",
    "    sdr=specimen.focal_len / 2,\n",
    "    height=height,\n",
    "    delx=dx,\n",
    "    x0=specimen.x0,\n",
    "    y0=specimen.y0,\n",
    "    reverse_x_axis=True,\n",
    "    patch_size=359,\n",
    ").to(device)\n",
    "\n",
    "_, pose = specimen[0]\n",
    "pred_xray = drr(\n",
    "    rotation=pose.get_rotation().to(device),\n",
    "    translation=pose.get_translation().to(device),\n",
    "    parameterization=\"matrix\",\n",
    "    bone_attenuation_multiplier=2.5,  # Set the bone attenuation multiplier\n",
    ")\n",
    "\n",
    "plt.figure(constrained_layout=True)\n",
    "plt.subplot(121)\n",
    "plt.title(\"DRR\")\n",
    "plt.imshow(pred_xray.squeeze().cpu().numpy(), cmap=\"gray\")\n",
    "plt.subplot(122)\n",
    "plt.title(\"Processed X-ray\")\n",
    "plt.imshow(processed_xray.squeeze(), cmap=\"gray\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "857fd123-b598-4aa8-b833-299173285434",
   "metadata": {},
   "source": [
    "Our DRR generated from the ground truth C-arm pose looks remarkably similar to the real X-ray!"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c3383e83-7bf4-408c-822f-8b4d1f8382d1",
   "metadata": {},
   "source": [
    "### Rotated X-ray test\n",
    "\n",
    "Some X-ray images in the dataset are rotated 180 degrees. If the X-rays below are in the same orientation, this error in the dataset has been handled properly."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "c4169c0d-a4ed-413c-b000-cb3a0d47667f",
   "metadata": {},
   "outputs": [],
   "source": [
    "#| eval: false\n",
    "true_xray, pose = specimen[34]\n",
    "pred_xray = drr(\n",
    "    rotation=pose.get_rotation().to(device),\n",
    "    translation=pose.get_translation().to(device),\n",
    "    parameterization=\"matrix\",\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "3240856f-515e-42b3-883f-982daaea8a72",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#| eval: false\n",
    "#| code-fold: true\n",
    "plt.figure(constrained_layout=True)\n",
    "plt.subplot(121)\n",
    "plt.title(\"DRR\")\n",
    "plt.imshow(pred_xray.squeeze().cpu().numpy(), cmap=\"gray\")\n",
    "plt.subplot(122)\n",
    "plt.title(\"X-ray\")\n",
    "plt.imshow(true_xray.squeeze(), cmap=\"gray\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "dece6bbf-d973-41a4-8b38-078ab64e6f79",
   "metadata": {},
   "source": [
    "## Distribution over camera poses\n",
    "\n",
    "We sample the three rotational and three translational parameters of $\\mathfrak{se}(3)$ from independent normal distributions defined with sufficient variance to capture wide perturbations from the isocenter."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "32d6434d-41c3-4bf6-b12f-ea3d2721c753",
   "metadata": {},
   "outputs": [],
   "source": [
    "#| export\n",
    "from diffpose.calibration import RigidTransform, convert\n",
    "\n",
    "\n",
    "@beartype\n",
    "def get_random_offset(batch_size: int, device) -> RigidTransform:\n",
    "    r1 = torch.distributions.Normal(0, 0.2).sample((batch_size,))\n",
    "    r2 = torch.distributions.Normal(0, 0.1).sample((batch_size,))\n",
    "    r3 = torch.distributions.Normal(0, 0.25).sample((batch_size,))\n",
    "    t1 = torch.distributions.Normal(10, 70).sample((batch_size,))\n",
    "    t2 = torch.distributions.Normal(250, 90).sample((batch_size,))\n",
    "    t3 = torch.distributions.Normal(5, 50).sample((batch_size,))\n",
    "    log_R_vee = torch.stack([r1, r2, r3], dim=1).to(device)\n",
    "    log_t_vee = torch.stack([t1, t2, t3], dim=1).to(device)\n",
    "    return convert(\n",
    "        [log_R_vee, log_t_vee],\n",
    "        \"se3_log_map\",\n",
    "        \"se3_exp_map\",\n",
    "    )"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "76efedd3-103c-43dd-944b-fe0c06e2c87b",
   "metadata": {},
   "source": [
    "## Fiducial markers\n",
    "\n",
    "The `DeepFluoroDataset` class also contains a method for evaluating the registration error for a predicted pose. Fiducial markers were digitally placed on the preoperative CT. Projecting them with predicted pose parameters can be used to measure their distance from the true fiducials."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "983d36d7-46d7-42e7-87b7-e371c15987bd",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Registration error = 2.3423616886138916 mm\n"
     ]
    }
   ],
   "source": [
    "#| eval: false\n",
    "from diffdrr.utils import convert\n",
    "\n",
    "# Perturb the ground truth rotations by 0.05 degrees and 2 mm\n",
    "idx = 0\n",
    "_, pose = specimen[idx]\n",
    "euler_angles = (\n",
    "    convert(pose.get_rotation(), \"matrix\", \"euler_angles\", output_convention=\"ZYX\")\n",
    "    + 0.05\n",
    ")\n",
    "R = convert(euler_angles, \"euler_angles\", \"matrix\", input_convention=\"ZYX\")\n",
    "t = pose.get_translation() + 2.0\n",
    "pred_pose = RigidTransform(R, t)\n",
    "pred_xray = drr(\n",
    "    rotation=None,\n",
    "    translation=None,\n",
    "    parameterization=None,\n",
    "    pose=pred_pose.to(device),\n",
    ")\n",
    "\n",
    "# Get the fiducials\n",
    "true_fiducials, pred_fiducials = specimen.get_2d_fiducials(idx, pred_pose)\n",
    "\n",
    "evaluator = Evaluator(specimen, idx)\n",
    "registration_error = evaluator(pred_pose).item()\n",
    "print(f\"Registration error = {registration_error} mm\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "a5c7b8bb-f8c4-4f06-9b36-abec9c5553e1",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#| eval: false\n",
    "#| code-fold: true\n",
    "plt.figure(constrained_layout=True)\n",
    "ax = plt.subplot(121)\n",
    "plt.title(\"DRR\")\n",
    "plt.imshow(pred_xray.squeeze().cpu().numpy(), cmap=\"gray\")\n",
    "plt.scatter(\n",
    "    pred_fiducials[0, ..., 0],\n",
    "    pred_fiducials[0, ..., 1],\n",
    "    marker=\"x\",\n",
    "    c=\"tab:orange\",\n",
    ")\n",
    "plt.subplot(122, sharex=ax, sharey=ax)\n",
    "plt.title(\"Processed X-ray\")\n",
    "plt.imshow(processed_xray.squeeze(), cmap=\"gray\")\n",
    "plt.scatter(\n",
    "    true_fiducials[0, ..., 0],\n",
    "    true_fiducials[0, ..., 1],\n",
    "    label=\"True Fiducials\",\n",
    ")\n",
    "plt.scatter(\n",
    "    pred_fiducials[0, ..., 0],\n",
    "    pred_fiducials[0, ..., 1],\n",
    "    marker=\"x\",\n",
    "    c=\"tab:orange\",\n",
    "    label=\"Predicted Fiducials\",\n",
    ")\n",
    "for idx in range(true_fiducials.shape[1]):\n",
    "    plt.plot(\n",
    "        [true_fiducials[..., idx, 0].item(), pred_fiducials[..., idx, 0].item()],\n",
    "        [true_fiducials[..., idx, 1].item(), pred_fiducials[..., idx, 1].item()],\n",
    "        \"w--\",\n",
    "    )\n",
    "plt.legend()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "53054bc7-e531-4c87-a052-b91d2f7cd1ad",
   "metadata": {},
   "source": [
    "## Deep learning transforms\n",
    "\n",
    "We transform X-rays and DRRs before inputting them to a deep learning model by\n",
    "\n",
    "- Rescaling pixels to [0, 1]\n",
    "- Resizing the images to a specified size\n",
    "- Normalizing pixels by the mean and std dev"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "ddfe4fcf-6472-44f0-870b-393aa8a41ce8",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|███████████| 111/111 [00:20<00:00,  5.45it/s]\n",
      "100%|███████████| 104/104 [00:21<00:00,  4.94it/s]\n",
      "100%|█████████████| 24/24 [00:04<00:00,  5.45it/s]\n",
      "100%|█████████████| 48/48 [00:09<00:00,  4.93it/s]\n",
      "100%|█████████████| 55/55 [00:10<00:00,  5.50it/s]\n",
      "100%|█████████████| 24/24 [00:04<00:00,  5.40it/s]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Pixel mean : tensor(0.3080)\n",
      "Pixel std dev : tensor(0.1494)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    }
   ],
   "source": [
    "#| eval: false\n",
    "#| code-fold: true\n",
    "mean, vars = [], []\n",
    "for idx in range(1, 7):\n",
    "    specimen = DeepFluoroDataset(idx, filename=filename)\n",
    "    for img, _ in tqdm(specimen, ncols=50):\n",
    "        img = (img - img.min()) / (img.max() - img.min())\n",
    "        mean.append(img.mean())\n",
    "        vars.append(img.var())\n",
    "\n",
    "print(\"Pixel mean :\", sum(mean) / len(mean))\n",
    "print(\"Pixel std dev :\", (sum(vars) / len(vars)).sqrt())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "f896f3b9-f98b-46b7-9e18-ff860fa5d1e2",
   "metadata": {},
   "outputs": [],
   "source": [
    "#| export\n",
    "from torchvision.transforms import Compose, Lambda, Normalize, Resize\n",
    "\n",
    "\n",
    "class Transforms:\n",
    "    def __init__(\n",
    "        self,\n",
    "        size: int,  # Dimension to resize image\n",
    "        eps: float = 1e-6,\n",
    "    ):\n",
    "        \"\"\"Transform X-rays and DRRs before inputting to CNN.\"\"\"\n",
    "        self.transforms = Compose(\n",
    "            [\n",
    "                Lambda(lambda x: (x - x.min()) / (x.max() - x.min() + eps)),\n",
    "                Resize((size, size), antialias=True),\n",
    "                Normalize(mean=0.3080, std=0.1494),\n",
    "            ]\n",
    "        )\n",
    "\n",
    "    def __call__(self, x):\n",
    "        return self.transforms(x)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "7c3a88df-2f2c-445a-8758-47eb249c7346",
   "metadata": {},
   "outputs": [],
   "source": [
    "#| hide\n",
    "import nbdev\n",
    "\n",
    "nbdev.nbdev_export()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "28f8eeb8-e99a-47e2-b16b-041756daf3b8",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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